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The two-volume set LNCS 5761 and LNCS 5762 constitute the refereed proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2009, held in London, UK, in September 2009. Based on rigorous peer reviews, the program committee carefully selected 259 revised papers from 804 submissions for presentation in two volumes. The first volume includes 125 papers divided in topical sections on cardiovascular image guided intervention and robotics; surgical navigation and tissue interaction; intra-operative imaging and endoscopic navigation; motion modelling and image formation; image registration; modelling and segmentation; image segmentation and classification; segmentation and atlas based techniques; neuroimage analysis; surgical navigation and robotics; image registration; and neuroimage analysis: structure and function. .

Three-dimensional imaging in medicine --- Image processing --- Image registration --- Medicine --- Diagnostic imaging --- Congresses --- Image Processing, Computer-Assisted --- Computing Methodologies --- Publication Formats --- Publication Characteristics --- Information Science --- Medical & Biomedical Informatics --- Applied Physics --- Engineering & Applied Sciences --- Health & Biological Sciences --- Digital techniques --- Data processing --- Information Sciences --- Science, Information --- Sciences, Information --- High Performance Computing --- Methodologies, Computing --- Computing Methodology --- Computing, High Performance --- Methodology, Computing --- Performance Computing, High --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Computer-Assisted Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Computer Assisted --- Image Reconstructions --- Reconstruction, Image --- Reconstructions, Image --- Alignment, Image --- Coregistration, Image --- Image alignment --- Image coregistration --- Image matching --- Matching, Image --- Registration, Image --- Pictorial data processing --- Picture processing --- Processing, Image --- Three-dimensional medical imaging --- Computer science. --- Radiology. --- User interfaces (Computer systems). --- Artificial intelligence. --- Computer simulation. --- Computer graphics. --- Image processing. --- Computer Science. --- Image Processing and Computer Vision. --- Simulation and Modeling. --- User Interfaces and Human Computer Interaction. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Artificial Intelligence (incl. Robotics). --- Imaging / Radiology. --- Imaging systems --- Optical data processing --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Fifth generation computers --- Neural computers --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Radiological physics --- Physics --- Radiation --- Informatics --- Science --- Computer vision. --- Radiology, Medical. --- Artificial Intelligence. --- Clinical radiology --- Radiology, Medical --- Radiology (Medicine) --- Medical physics --- Machine vision --- Vision, Computer --- Artificial intelligence --- Pattern recognition systems --- Optical data processing. --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment